Machine Learning Engineer | Python

2 days ago


Bangalore, India LatentForce Full time

Machine Learning Engineer III – LLM Training (RL + PEFT) #We are building specialized LLMs that understand and reason over massive enterprise codebases. This is real model training — RL loops, PEFT, verifiable rewards, long-context modeling — not API integration. Build custom training loops with PyTorch, HuggingFace, TRL, Unsloth . Run full-stack ML experiments: data → training → eval → iteration. Develop scalable training infra (FSDP/DeepSpeed, distributed training). 3+ years of real deep learning experience (actual model training). ~ Proven experience training transformers or large DNNs from scratch or checkpoints. ~ Experience implementing RL algorithms or custom training pipelines. ~ Ability to debug training issues (NaNs, KL drift, reward hacking, etc.). ~ comfortable with fast, on-site, high-performance execution. Program analysis / AST tooling. Long-context modeling experience. High-impact role shaping core training architecture.



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